Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 214 |
| Missing cells | 29 |
| Missing cells (%) | 0.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 83.8 KiB |
| Average record size in memory | 400.8 B |
Variable types
| Text | 4 |
|---|---|
| Categorical | 1 |
| Numeric | 14 |
Area (km²) is highly overall correlated with Population Density (per km²) and 1 other fields | High correlation |
Forest Area 2010 is highly overall correlated with Forest Area 2011 and 9 other fields | High correlation |
Forest Area 2011 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2012 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2013 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2014 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2015 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2016 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2017 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2018 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2019 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Forest Area 2020 is highly overall correlated with Forest Area 2010 and 9 other fields | High correlation |
Population Density (per km²) is highly overall correlated with Area (km²) | High correlation |
Population Rank is highly overall correlated with Area (km²) | High correlation |
Forest Area 2010 has 3 (1.4%) missing values | Missing |
Forest Area 2019 has 5 (2.3%) missing values | Missing |
Forest Area 2020 has 5 (2.3%) missing values | Missing |
Country Name has unique values | Unique |
Capital has unique values | Unique |
Area (km²) has unique values | Unique |
Population Density (per km²) has unique values | Unique |
Population Rank has unique values | Unique |
Country_normalized has unique values | Unique |
City_normalized has unique values | Unique |
Forest Area 2010 has 4 (1.9%) zeros | Zeros |
Forest Area 2011 has 4 (1.9%) zeros | Zeros |
Forest Area 2012 has 4 (1.9%) zeros | Zeros |
Forest Area 2013 has 4 (1.9%) zeros | Zeros |
Forest Area 2014 has 4 (1.9%) zeros | Zeros |
Forest Area 2015 has 4 (1.9%) zeros | Zeros |
Forest Area 2016 has 4 (1.9%) zeros | Zeros |
Forest Area 2017 has 4 (1.9%) zeros | Zeros |
Forest Area 2018 has 4 (1.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-06 14:23:46.109260 |
|---|---|
| Analysis finished | 2025-04-06 14:24:08.169876 |
| Duration | 22.06 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Country Name
Text
Unique
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 KiB |
Length
| Max length | 30 |
|---|---|
| Median length | 22 |
| Mean length | 9.5934579 |
| Min length | 4 |
Unique
| Unique | 214 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Aruba |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Angola |
| 4th row | Albania |
| 5th row | Andorra |
| Value | Count | Frequency (%) |
| and | 8 | 2.6% |
| islands | 7 | 2.3% |
| rep | 7 | 2.3% |
| republic | 6 | 1.9% |
| st | 4 | 1.3% |
| guinea | 3 | 1.0% |
| the | 3 | 1.0% |
| united | 3 | 1.0% |
| new | 3 | 1.0% |
| china | 3 | 1.0% |
| Other values (251) | 263 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 291 | 14.2% |
| i | 162 | 7.9% |
| n | 156 | 7.6% |
| e | 142 | 6.9% |
| r | 113 | 5.5% |
| o | 100 | 4.9% |
| 96 | 4.7% | |
| u | 74 | 3.6% |
| t | 73 | 3.6% |
| l | 71 | 3.5% |
| Other values (48) | 775 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1609 | |
| Uppercase Letter | 308 | 15.0% |
| Space Separator | 96 | 4.7% |
| Other Punctuation | 32 | 1.6% |
| Close Punctuation | 3 | 0.1% |
| Open Punctuation | 3 | 0.1% |
| Dash Punctuation | 2 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 291 | |
| i | 162 | |
| n | 156 | |
| e | 142 | 8.8% |
| r | 113 | 7.0% |
| o | 100 | 6.2% |
| u | 74 | 4.6% |
| t | 73 | 4.5% |
| l | 71 | 4.4% |
| s | 70 | 4.4% |
| Other values (16) | 357 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 35 | 11.4% |
| C | 24 | 7.8% |
| M | 24 | 7.8% |
| B | 23 | 7.5% |
| R | 22 | 7.1% |
| A | 21 | 6.8% |
| G | 18 | 5.8% |
| I | 18 | 5.8% |
| T | 16 | 5.2% |
| P | 14 | 4.5% |
| Other values (15) | 93 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 17 | |
| , | 13 | |
| ' | 2 | 6.2% |
Space Separator
| Value | Count | Frequency (%) |
| 96 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1917 | |
| Common | 136 | 6.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 291 | |
| i | 162 | 8.5% |
| n | 156 | 8.1% |
| e | 142 | 7.4% |
| r | 113 | 5.9% |
| o | 100 | 5.2% |
| u | 74 | 3.9% |
| t | 73 | 3.8% |
| l | 71 | 3.7% |
| s | 70 | 3.7% |
| Other values (41) | 665 |
Common
| Value | Count | Frequency (%) |
| 96 | ||
| . | 17 | 12.5% |
| , | 13 | 9.6% |
| ) | 3 | 2.2% |
| ( | 3 | 2.2% |
| - | 2 | 1.5% |
| ' | 2 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2053 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 291 | 14.2% |
| i | 162 | 7.9% |
| n | 156 | 7.6% |
| e | 142 | 6.9% |
| r | 113 | 5.5% |
| o | 100 | 4.9% |
| 96 | 4.7% | |
| u | 74 | 3.6% |
| t | 73 | 3.6% |
| l | 71 | 3.5% |
| Other values (48) | 775 |
Capital
Text
Unique
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.3 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 14 |
| Mean length | 7.817757 |
| Min length | 4 |
Unique
| Unique | 214 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Oranjestad |
|---|---|
| 2nd row | Kabul |
| 3rd row | Luanda |
| 4th row | Tirana |
| 5th row | Andorra la Vella |
| Value | Count | Frequency (%) |
| san | 4 | 1.6% |
| city | 4 | 1.6% |
| town | 3 | 1.2% |
| saint | 2 | 0.8% |
| port | 2 | 0.8% |
| pago | 2 | 0.8% |
| oranjestad | 1 | 0.4% |
| tirana | 1 | 0.4% |
| andorra | 1 | 0.4% |
| la | 1 | 0.4% |
| Other values (228) | 228 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 241 | 14.4% |
| o | 125 | 7.5% |
| i | 113 | 6.8% |
| n | 109 | 6.5% |
| r | 94 | 5.6% |
| e | 94 | 5.6% |
| u | 78 | 4.7% |
| s | 67 | 4.0% |
| t | 66 | 3.9% |
| l | 63 | 3.8% |
| Other values (52) | 623 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1372 | |
| Uppercase Letter | 253 | 15.1% |
| Space Separator | 35 | 2.1% |
| Dash Punctuation | 6 | 0.4% |
| Other Punctuation | 5 | 0.3% |
| Final Punctuation | 1 | 0.1% |
| Initial Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 241 | |
| o | 125 | 9.1% |
| i | 113 | 8.2% |
| n | 109 | 7.9% |
| r | 94 | 6.9% |
| e | 94 | 6.9% |
| u | 78 | 5.7% |
| s | 67 | 4.9% |
| t | 66 | 4.8% |
| l | 63 | 4.6% |
| Other values (21) | 322 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 27 | |
| P | 23 | 9.1% |
| M | 23 | 9.1% |
| S | 21 | 8.3% |
| A | 18 | 7.1% |
| T | 17 | 6.7% |
| C | 16 | 6.3% |
| D | 15 | 5.9% |
| N | 14 | 5.5% |
| K | 12 | 4.7% |
| Other values (14) | 67 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 | |
| ' | 2 | |
| , | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 35 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1625 | |
| Common | 48 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 241 | |
| o | 125 | 7.7% |
| i | 113 | 7.0% |
| n | 109 | 6.7% |
| r | 94 | 5.8% |
| e | 94 | 5.8% |
| u | 78 | 4.8% |
| s | 67 | 4.1% |
| t | 66 | 4.1% |
| l | 63 | 3.9% |
| Other values (45) | 575 |
Common
| Value | Count | Frequency (%) |
| 35 | ||
| - | 6 | 12.5% |
| . | 2 | 4.2% |
| ' | 2 | 4.2% |
| ’ | 1 | 2.1% |
| , | 1 | 2.1% |
| ‘ | 1 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1660 | |
| None | 11 | 0.7% |
| Punctuation | 2 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 241 | 14.5% |
| o | 125 | 7.5% |
| i | 113 | 6.8% |
| n | 109 | 6.6% |
| r | 94 | 5.7% |
| e | 94 | 5.7% |
| u | 78 | 4.7% |
| s | 67 | 4.0% |
| t | 66 | 4.0% |
| l | 63 | 3.8% |
| Other values (44) | 610 |
None
| Value | Count | Frequency (%) |
| é | 5 | |
| ó | 2 | 18.2% |
| å | 1 | 9.1% |
| í | 1 | 9.1% |
| ã | 1 | 9.1% |
| ñ | 1 | 9.1% |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 | |
| ‘ | 1 |
Continent
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
| Africa | |
|---|---|
| Asia | |
| Europe | |
| North America | |
| Oceania |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 7.1308411 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North America |
|---|---|
| 2nd row | Asia |
| 3rd row | Africa |
| 4th row | Europe |
| 5th row | Europe |
Common Values
| Value | Count | Frequency (%) |
| Africa | 54 | |
| Asia | 49 | |
| Europe | 47 | |
| North America | 34 | |
| Oceania | 18 | 8.4% |
| South America | 12 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| africa | 54 | |
| asia | 49 | |
| europe | 47 | |
| america | 46 | |
| north | 34 | |
| oceania | 18 | 6.9% |
| south | 12 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 185 | |
| r | 181 | |
| i | 167 | |
| A | 149 | |
| c | 118 | 7.7% |
| e | 111 | 7.3% |
| o | 93 | 6.1% |
| u | 59 | 3.9% |
| f | 54 | 3.5% |
| s | 49 | 3.2% |
| Other values (10) | 360 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1220 | |
| Uppercase Letter | 260 | 17.0% |
| Space Separator | 46 | 3.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 185 | |
| r | 181 | |
| i | 167 | |
| c | 118 | |
| e | 111 | |
| o | 93 | |
| u | 59 | 4.8% |
| f | 54 | 4.4% |
| s | 49 | 4.0% |
| p | 47 | 3.9% |
| Other values (4) | 156 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 149 | |
| E | 47 | 18.1% |
| N | 34 | 13.1% |
| O | 18 | 6.9% |
| S | 12 | 4.6% |
Space Separator
| Value | Count | Frequency (%) |
| 46 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1480 | |
| Common | 46 | 3.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 185 | |
| r | 181 | |
| i | 167 | |
| A | 149 | |
| c | 118 | 8.0% |
| e | 111 | 7.5% |
| o | 93 | 6.3% |
| u | 59 | 4.0% |
| f | 54 | 3.6% |
| s | 49 | 3.3% |
| Other values (9) | 314 |
Common
| Value | Count | Frequency (%) |
| 46 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1526 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 185 | |
| r | 181 | |
| i | 167 | |
| A | 149 | |
| c | 118 | 7.7% |
| e | 111 | 7.3% |
| o | 93 | 6.1% |
| u | 59 | 3.9% |
| f | 54 | 3.5% |
| s | 49 | 3.2% |
| Other values (10) | 360 |
Area (km²)
Real number (ℝ)
High correlation Unique
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 633896.5 |
| Minimum | 2 |
|---|---|
| Maximum | 17098242 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 173 |
| Q1 | 11139.75 |
| median | 101605 |
| Q3 | 472291.5 |
| 95-th percentile | 2228656.2 |
| Maximum | 17098242 |
| Range | 17098240 |
| Interquartile range (IQR) | 461151.75 |
Descriptive statistics
| Standard deviation | 1833815.4 |
|---|---|
| Coefficient of variation (CV) | 2.8929256 |
| Kurtosis | 39.753442 |
| Mean | 633896.5 |
| Median Absolute Deviation (MAD) | 101169 |
| Skewness | 5.8209925 |
| Sum | 1.3565385 × 108 |
| Variance | 3.3628789 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 180 | 1 | 0.5% |
| 2040 | 1 | 0.5% |
| 330803 | 1 | 0.5% |
| 825615 | 1 | 0.5% |
| 18575 | 1 | 0.5% |
| 1267000 | 1 | 0.5% |
| 923768 | 1 | 0.5% |
| 130373 | 1 | 0.5% |
| 41850 | 1 | 0.5% |
| 323802 | 1 | 0.5% |
| Other values (204) | 204 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 6 | 1 | |
| 21 | 1 | |
| 26 | 1 | |
| 30 | 1 | |
| 34 | 1 | |
| 53 | 1 | |
| 54 | 1 | |
| 61 | 1 | |
| 151 | 1 |
| Value | Count | Frequency (%) |
| 17098242 | 1 | |
| 9984670 | 1 | |
| 9706961 | 1 | |
| 9372610 | 1 | |
| 8515767 | 1 | |
| 7692024 | 1 | |
| 3287590 | 1 | |
| 2780400 | 1 | |
| 2724900 | 1 | |
| 2381741 | 1 |
Population Density (per km²)
Real number (ℝ)
High correlation Unique
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 466.53597 |
| Minimum | 0.0261 |
|---|---|
| Maximum | 23172.267 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0.0261 |
|---|---|
| 5-th percentile | 6.235505 |
| Q1 | 38.417875 |
| median | 93.2875 |
| Q3 | 233.24552 |
| 95-th percentile | 954.6532 |
| Maximum | 23172.267 |
| Range | 23172.241 |
| Interquartile range (IQR) | 194.82765 |
Descriptive statistics
| Standard deviation | 2158.2948 |
|---|---|
| Coefficient of variation (CV) | 4.626213 |
| Kurtosis | 79.669939 |
| Mean | 466.53597 |
| Median Absolute Deviation (MAD) | 68.48105 |
| Skewness | 8.5747548 |
| Sum | 99838.697 |
| Variance | 4658236.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 591.3611 | 1 | 0.5% |
| 636.9946 | 1 | 0.5% |
| 102.5934 | 1 | 0.5% |
| 3.1092 | 1 | 0.5% |
| 15.6097 | 1 | 0.5% |
| 20.6851 | 1 | 0.5% |
| 236.5759 | 1 | 0.5% |
| 53.2962 | 1 | 0.5% |
| 419.6897 | 1 | 0.5% |
| 16.7828 | 1 | 0.5% |
| Other values (204) | 204 |
| Value | Count | Frequency (%) |
| 0.0261 | 1 | |
| 2.1727 | 1 | |
| 3.1092 | 1 | |
| 3.4032 | 1 | |
| 3.6204 | 1 | |
| 3.7621 | 1 | |
| 3.7727 | 1 | |
| 3.8513 | 1 | |
| 3.8717 | 1 | |
| 4.5194 | 1 |
| Value | Count | Frequency (%) |
| 23172.2667 | 1 | |
| 18234.5 | 1 | |
| 8416.4634 | 1 | |
| 6783.3922 | 1 | |
| 5441.5 | 1 | |
| 1924.4876 | 1 | |
| 1745.9567 | 1 | |
| 1687.6139 | 1 | |
| 1299.2647 | 1 | |
| 1188.5926 | 1 |
Population Rank
Real number (ℝ)
High correlation Unique
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.71495 |
| Minimum | 1 |
|---|---|
| Maximum | 227 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11.65 |
| Q1 | 54.25 |
| median | 108.5 |
| Q3 | 162.75 |
| 95-th percentile | 213.35 |
| Maximum | 227 |
| Range | 226 |
| Interquartile range (IQR) | 108.5 |
Descriptive statistics
| Standard deviation | 64.388041 |
|---|---|
| Coefficient of variation (CV) | 0.58686659 |
| Kurtosis | -1.1474524 |
| Mean | 109.71495 |
| Median Absolute Deviation (MAD) | 54.5 |
| Skewness | 0.067398967 |
| Sum | 23479 |
| Variance | 4145.8198 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 198 | 1 | 0.5% |
| 157 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 145 | 1 | 0.5% |
| 185 | 1 | 0.5% |
| 54 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 106 | 1 | 0.5% |
| 71 | 1 | 0.5% |
| 120 | 1 | 0.5% |
| Other values (204) | 204 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 227 | 1 | |
| 225 | 1 | |
| 222 | 1 | |
| 221 | 1 | |
| 220 | 1 | |
| 219 | 1 | |
| 218 | 1 | |
| 217 | 1 | |
| 216 | 1 | |
| 215 | 1 |
Forest Area 2010
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 208 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 3 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.281535 |
| Minimum | 0 |
|---|---|
| Maximum | 98.076026 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.29615855 |
| Q1 | 10.889508 |
| median | 30.459057 |
| Q3 | 51.250081 |
| 95-th percentile | 73.407027 |
| Maximum | 98.076026 |
| Range | 98.076026 |
| Interquartile range (IQR) | 40.360573 |
Descriptive statistics
| Standard deviation | 24.62546 |
|---|---|
| Coefficient of variation (CV) | 0.76283425 |
| Kurtosis | -0.48310007 |
| Mean | 32.281535 |
| Median Absolute Deviation (MAD) | 19.698067 |
| Skewness | 0.5345777 |
| Sum | 6811.4038 |
| Variance | 606.41329 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 18.91133005 | 1 | 0.5% |
| 57.67052199 | 1 | 0.5% |
| 8.926368594 | 1 | 0.5% |
| 45.89824945 | 1 | 0.5% |
| 0.950422357 | 1 | 0.5% |
| 25.53880782 | 1 | 0.5% |
| 34.80264251 | 1 | 0.5% |
| 11.07263564 | 1 | 0.5% |
| Other values (198) | 198 | |
| (Missing) | 3 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.009693053 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.065940027 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.241587575 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| 0.356301543 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 98.07602564 | 1 | |
| 94.08082296 | 1 | |
| 91.78177514 | 1 | |
| 91.61428571 | 1 | |
| 90.39942837 | 1 | |
| 90.26773619 | 1 | |
| 88.17391304 | 1 | |
| 87.15 | 1 | |
| 82.2263289 | 1 | |
| 79.88977896 | 1 |
Forest Area 2011
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.166928 |
| Minimum | 0 |
|---|---|
| Maximum | 98.014244 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.30161564 |
| Q1 | 10.893086 |
| median | 30.396731 |
| Q3 | 51.117917 |
| 95-th percentile | 73.278868 |
| Maximum | 98.014244 |
| Range | 98.014244 |
| Interquartile range (IQR) | 40.224831 |
Descriptive statistics
| Standard deviation | 24.551682 |
|---|---|
| Coefficient of variation (CV) | 0.76325853 |
| Kurtosis | -0.46816114 |
| Mean | 32.166928 |
| Median Absolute Deviation (MAD) | 19.564392 |
| Skewness | 0.54295697 |
| Sum | 6819.3888 |
| Variance | 602.78511 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.40009115 | 1 | 0.5% |
| 57.98497641 | 1 | 0.5% |
| 8.84011952 | 1 | 0.5% |
| 45.89277899 | 1 | 0.5% |
| 0.940617352 | 1 | 0.5% |
| 25.3595024 | 1 | 0.5% |
| 34.33626392 | 1 | 0.5% |
| 11.02461447 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.009693053 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.062480285 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.241587575 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| 0.351023576 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 98.01424359 | 1 | |
| 94.02143764 | 1 | |
| 91.73566189 | 1 | |
| 91.65428571 | 1 | |
| 90.37327617 | 1 | |
| 89.96976827 | 1 | |
| 88.36086957 | 1 | |
| 87 | 1 | |
| 81.91216777 | 1 | |
| 79.82156163 | 1 |
Forest Area 2012
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.136073 |
| Minimum | 0 |
|---|---|
| Maximum | 97.952462 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.29887449 |
| Q1 | 10.881035 |
| median | 30.43722 |
| Q3 | 51.073838 |
| 95-th percentile | 73.328326 |
| Maximum | 97.952462 |
| Range | 97.952462 |
| Interquartile range (IQR) | 40.192803 |
Descriptive statistics
| Standard deviation | 24.510759 |
|---|---|
| Coefficient of variation (CV) | 0.76271794 |
| Kurtosis | -0.46118612 |
| Mean | 32.136073 |
| Median Absolute Deviation (MAD) | 19.587248 |
| Skewness | 0.54413688 |
| Sum | 6812.8474 |
| Variance | 600.77732 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.39894421 | 1 | 0.5% |
| 58.29943083 | 1 | 0.5% |
| 8.753870447 | 1 | 0.5% |
| 45.88730853 | 1 | 0.5% |
| 0.930812347 | 1 | 0.5% |
| 25.18019698 | 1 | 0.5% |
| 33.86988532 | 1 | 0.5% |
| 10.97330961 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.009693053 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.059020543 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.241587575 | 1 | 0.5% |
| 0.34574561 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 97.95246154 | 1 | |
| 93.96205232 | 1 | |
| 91.69428571 | 1 | |
| 91.68954865 | 1 | |
| 90.34712397 | 1 | |
| 89.67180036 | 1 | |
| 88.54782609 | 1 | |
| 86.85 | 1 | |
| 81.59800664 | 1 | |
| 79.7533443 | 1 |
Forest Area 2013
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.095236 |
| Minimum | 0 |
|---|---|
| Maximum | 97.890679 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.29597161 |
| Q1 | 10.877614 |
| median | 30.543594 |
| Q3 | 51.02976 |
| 95-th percentile | 73.377785 |
| Maximum | 97.890679 |
| Range | 97.890679 |
| Interquartile range (IQR) | 40.152146 |
Descriptive statistics
| Standard deviation | 24.464632 |
|---|---|
| Coefficient of variation (CV) | 0.7622512 |
| Kurtosis | -0.45224312 |
| Mean | 32.095236 |
| Median Absolute Deviation (MAD) | 19.699984 |
| Skewness | 0.54557856 |
| Sum | 6804.1899 |
| Variance | 598.51821 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.39779727 | 1 | 0.5% |
| 58.61388525 | 1 | 0.5% |
| 8.667621373 | 1 | 0.5% |
| 45.88183807 | 1 | 0.5% |
| 0.921007342 | 1 | 0.5% |
| 25.00089155 | 1 | 0.5% |
| 33.40350673 | 1 | 0.5% |
| 10.93173048 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.009693053 | 1 | 0.5% |
| 0.055560802 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.241587575 | 1 | 0.5% |
| 0.340467643 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 97.89067949 | 1 | |
| 93.90266701 | 1 | |
| 91.73428571 | 1 | |
| 91.6434354 | 1 | |
| 90.32097178 | 1 | |
| 89.37383244 | 1 | |
| 88.73478261 | 1 | |
| 86.7 | 1 | |
| 81.28384551 | 1 | |
| 79.68512697 | 1 |
Forest Area 2014
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.056786 |
| Minimum | 0 |
|---|---|
| Maximum | 97.828897 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.29306873 |
| Q1 | 10.893086 |
| median | 30.529716 |
| Q3 | 50.985681 |
| 95-th percentile | 73.427244 |
| Maximum | 97.828897 |
| Range | 97.828897 |
| Interquartile range (IQR) | 40.092595 |
Descriptive statistics
| Standard deviation | 24.428858 |
|---|---|
| Coefficient of variation (CV) | 0.76204953 |
| Kurtosis | -0.44581966 |
| Mean | 32.056786 |
| Median Absolute Deviation (MAD) | 19.648349 |
| Skewness | 0.54726786 |
| Sum | 6796.0386 |
| Variance | 596.76913 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.39665034 | 1 | 0.5% |
| 58.92833967 | 1 | 0.5% |
| 8.581372299 | 1 | 0.5% |
| 45.87636761 | 1 | 0.5% |
| 0.911202337 | 1 | 0.5% |
| 24.82158613 | 1 | 0.5% |
| 32.93712814 | 1 | 0.5% |
| 10.88037993 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.009693053 | 1 | 0.5% |
| 0.05210106 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.241587575 | 1 | 0.5% |
| 0.335189677 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 97.82889744 | 1 | |
| 93.84328169 | 1 | |
| 91.77428571 | 1 | |
| 91.59732216 | 1 | |
| 90.29481958 | 1 | |
| 89.07586453 | 1 | |
| 88.92173913 | 1 | |
| 86.55 | 1 | |
| 80.96968439 | 1 | |
| 79.61690986 | 1 |
Forest Area 2015
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.021298 |
| Minimum | 0 |
|---|---|
| Maximum | 97.767115 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.29016585 |
| Q1 | 10.932516 |
| median | 30.666729 |
| Q3 | 50.322226 |
| 95-th percentile | 73.474519 |
| Maximum | 97.767115 |
| Range | 97.767115 |
| Interquartile range (IQR) | 39.38971 |
Descriptive statistics
| Standard deviation | 24.394702 |
|---|---|
| Coefficient of variation (CV) | 0.76182738 |
| Kurtosis | -0.43980076 |
| Mean | 32.021298 |
| Median Absolute Deviation (MAD) | 19.746164 |
| Skewness | 0.54859955 |
| Sum | 6788.5152 |
| Variance | 595.10146 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.3955034 | 1 | 0.5% |
| 59.2427941 | 1 | 0.5% |
| 8.495123225 | 1 | 0.5% |
| 45.87089716 | 1 | 0.5% |
| 0.901397332 | 1 | 0.5% |
| 24.64228071 | 1 | 0.5% |
| 32.47074954 | 1 | 0.5% |
| 10.83546184 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.009693053 | 1 | 0.5% |
| 0.048641318 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.241587575 | 1 | 0.5% |
| 0.32991171 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 97.76711538 | 1 | |
| 93.78389637 | 1 | |
| 91.81428571 | 1 | |
| 91.55120891 | 1 | |
| 90.26866738 | 1 | |
| 89.10869565 | 1 | |
| 88.77789661 | 1 | |
| 86.4 | 1 | |
| 80.65552326 | 1 | |
| 79.54869249 | 1 |
Forest Area 2016
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.994742 |
| Minimum | 0 |
|---|---|
| Maximum | 97.694359 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.28726297 |
| Q1 | 10.993319 |
| median | 30.856999 |
| Q3 | 50.753816 |
| 95-th percentile | 73.474519 |
| Maximum | 97.694359 |
| Range | 97.694359 |
| Interquartile range (IQR) | 39.760498 |
Descriptive statistics
| Standard deviation | 24.382483 |
|---|---|
| Coefficient of variation (CV) | 0.76207782 |
| Kurtosis | -0.44235516 |
| Mean | 31.994742 |
| Median Absolute Deviation (MAD) | 19.90718 |
| Skewness | 0.54705759 |
| Sum | 6782.8852 |
| Variance | 594.50548 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.39603509 | 1 | 0.5% |
| 58.78752093 | 1 | 0.5% |
| 8.408871722 | 1 | 0.5% |
| 45.8654267 | 1 | 0.5% |
| 0.891592327 | 1 | 0.5% |
| 24.46297956 | 1 | 0.5% |
| 31.63977065 | 1 | 0.5% |
| 10.86308286 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.00904685 | 1 | 0.5% |
| 0.045185594 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.241587575 | 1 | 0.5% |
| 0.324633744 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 97.69435897 | 1 | |
| 93.73716027 | 1 | |
| 91.85714286 | 1 | |
| 91.50510343 | 1 | |
| 90.24258664 | 1 | |
| 89.30434783 | 1 | |
| 88.4798574 | 1 | |
| 86.25 | 1 | |
| 80.34136213 | 1 | |
| 79.47241973 | 1 |
Forest Area 2017
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.946015 |
| Minimum | 0 |
|---|---|
| Maximum | 97.647564 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.28457556 |
| Q1 | 11.02372 |
| median | 30.831092 |
| Q3 | 50.181647 |
| 95-th percentile | 73.473427 |
| Maximum | 97.647564 |
| Range | 97.647564 |
| Interquartile range (IQR) | 39.157927 |
Descriptive statistics
| Standard deviation | 24.35114 |
|---|---|
| Coefficient of variation (CV) | 0.76225908 |
| Kurtosis | -0.43550792 |
| Mean | 31.946015 |
| Median Absolute Deviation (MAD) | 19.771258 |
| Skewness | 0.54962318 |
| Sum | 6772.5552 |
| Variance | 592.97803 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.41160609 | 1 | 0.5% |
| 58.63488054 | 1 | 0.5% |
| 8.322620219 | 1 | 0.5% |
| 45.85995624 | 1 | 0.5% |
| 0.881787321 | 1 | 0.5% |
| 24.28368304 | 1 | 0.5% |
| 30.80879176 | 1 | 0.5% |
| 10.89100089 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.008723748 | 1 | 0.5% |
| 0.045185594 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.242018982 | 1 | 0.5% |
| 0.319394586 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 97.6475641 | 1 | |
| 93.69037338 | 1 | |
| 91.9 | 1 | |
| 91.45899794 | 1 | |
| 90.21650589 | 1 | |
| 89.47826087 | 1 | |
| 88.18181818 | 1 | |
| 86.1 | 1 | |
| 80.027201 | 1 | |
| 79.39837919 | 1 |
Forest Area 2018
Real number (ℝ)
High correlation Zeros
| Distinct | 209 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 2 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.903972 |
| Minimum | 0 |
|---|---|
| Maximum | 97.569103 |
| Zeros | 4 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.28222306 |
| Q1 | 11.034919 |
| median | 30.582289 |
| Q3 | 49.94632 |
| 95-th percentile | 73.473427 |
| Maximum | 97.569103 |
| Range | 97.569103 |
| Interquartile range (IQR) | 38.911402 |
Descriptive statistics
| Standard deviation | 24.326184 |
|---|---|
| Coefficient of variation (CV) | 0.76248137 |
| Kurtosis | -0.43157698 |
| Mean | 31.903972 |
| Median Absolute Deviation (MAD) | 19.586136 |
| Skewness | 0.55133886 |
| Sum | 6763.642 |
| Variance | 591.76323 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 1.9% |
| 2.333333333 | 1 | 0.5% |
| 37.42793665 | 1 | 0.5% |
| 58.48224015 | 1 | 0.5% |
| 8.236368716 | 1 | 0.5% |
| 45.85448578 | 1 | 0.5% |
| 0.871982316 | 1 | 0.5% |
| 24.1043842 | 1 | 0.5% |
| 29.97781286 | 1 | 0.5% |
| 10.91862192 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.000535997 | 1 | 0.5% |
| 0.008400646 | 1 | 0.5% |
| 0.045185594 | 1 | 0.5% |
| 0.05730659 | 1 | 0.5% |
| 0.123327688 | 1 | 0.5% |
| 0.157657658 | 1 | 0.5% |
| 0.243313201 | 1 | 0.5% |
| 0.314058407 | 1 | 0.5% |
| 0.350729517 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 97.56910256 | 1 | |
| 93.64363729 | 1 | |
| 91.94285714 | 1 | |
| 91.41289246 | 1 | |
| 90.19042515 | 1 | |
| 89.67391304 | 1 | |
| 87.88377897 | 1 | |
| 85.95 | 1 | |
| 79.71303987 | 1 | |
| 79.32433865 | 1 |
Forest Area 2019
Real number (ℝ)
High correlation Missing
| Distinct | 209 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 5 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.308638 |
| Minimum | 0 |
|---|---|
| Maximum | 97.490577 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.47378143 |
| Q1 | 11.270471 |
| median | 31.125314 |
| Q3 | 50.255959 |
| 95-th percentile | 73.544279 |
| Maximum | 97.490577 |
| Range | 97.490577 |
| Interquartile range (IQR) | 38.985487 |
Descriptive statistics
| Standard deviation | 24.16622 |
|---|---|
| Coefficient of variation (CV) | 0.74798016 |
| Kurtosis | -0.41795948 |
| Mean | 32.308638 |
| Median Absolute Deviation (MAD) | 19.809751 |
| Skewness | 0.54737343 |
| Sum | 6752.5053 |
| Variance | 584.00619 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.333333333 | 1 | 0.5% |
| 0 | 1 | 0.5% |
| 8.150117213 | 1 | 0.5% |
| 45.84901532 | 1 | 0.5% |
| 0.862177311 | 1 | 0.5% |
| 23.92508537 | 1 | 0.5% |
| 29.14683397 | 1 | 0.5% |
| 10.94653995 | 1 | 0.5% |
| 33.33864227 | 1 | 0.5% |
| 41.59072201 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 5 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.000535997 | 1 | |
| 0.008077544 | 1 | |
| 0.045185594 | 1 | |
| 0.05730659 | 1 | |
| 0.123327688 | 1 | |
| 0.157657658 | 1 | |
| 0.245901639 | 1 | |
| 0.308819249 | 1 | |
| 0.350729517 | 1 |
| Value | Count | Frequency (%) |
| 97.49057692 | 1 | |
| 93.59685039 | 1 | |
| 91.98571429 | 1 | |
| 91.36678698 | 1 | |
| 90.16434441 | 1 | |
| 89.84782609 | 1 | |
| 87.58573975 | 1 | |
| 85.8 | 1 | |
| 79.39887874 | 1 | |
| 79.25029811 | 1 |
Forest Area 2020
Real number (ℝ)
High correlation Missing
| Distinct | 209 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 5 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.25797 |
| Minimum | 0 |
|---|---|
| Maximum | 97.412115 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.47639969 |
| Q1 | 11.325655 |
| median | 31.130231 |
| Q3 | 50.079645 |
| 95-th percentile | 73.544279 |
| Maximum | 97.412115 |
| Range | 97.412115 |
| Interquartile range (IQR) | 38.753989 |
Descriptive statistics
| Standard deviation | 24.140401 |
|---|---|
| Coefficient of variation (CV) | 0.74835462 |
| Kurtosis | -0.41214343 |
| Mean | 32.25797 |
| Median Absolute Deviation (MAD) | 19.785318 |
| Skewness | 0.5500092 |
| Sum | 6741.9158 |
| Variance | 582.75897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.333333333 | 1 | 0.5% |
| 0 | 1 | 0.5% |
| 8.06386571 | 1 | 0.5% |
| 45.84354486 | 1 | 0.5% |
| 0.852372306 | 1 | 0.5% |
| 23.74578653 | 1 | 0.5% |
| 28.31585508 | 1 | 0.5% |
| 10.97416097 | 1 | 0.5% |
| 33.36000582 | 1 | 0.5% |
| 41.59072201 | 1 | 0.5% |
| Other values (199) | 199 | |
| (Missing) | 5 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.000535997 | 1 | |
| 0.008077544 | 1 | |
| 0.045185594 | 1 | |
| 0.05730659 | 1 | |
| 0.123327688 | 1 | |
| 0.157657658 | 1 | |
| 0.250215703 | 1 | |
| 0.30348307 | 1 | |
| 0.350729517 | 1 |
| Value | Count | Frequency (%) |
| 97.41211538 | 1 | |
| 93.5501143 | 1 | |
| 92.02857143 | 1 | |
| 91.32068149 | 1 | |
| 90.13826367 | 1 | |
| 90.02173913 | 1 | |
| 87.28770053 | 1 | |
| 85.65 | 1 | |
| 79.17625756 | 1 | |
| 79.08471761 | 1 |
Unique
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.3 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 22 |
| Mean length | 9.4065421 |
| Min length | 4 |
Unique
| Unique | 214 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | aruba |
|---|---|
| 2nd row | afghanistan |
| 3rd row | angola |
| 4th row | albania |
| 5th row | andorra |
| Value | Count | Frequency (%) |
| and | 8 | 2.6% |
| islands | 7 | 2.3% |
| rep | 7 | 2.3% |
| republic | 6 | 1.9% |
| st | 4 | 1.3% |
| guinea | 3 | 1.0% |
| the | 3 | 1.0% |
| united | 3 | 1.0% |
| new | 3 | 1.0% |
| china | 3 | 1.0% |
| Other values (251) | 263 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 312 | |
| i | 180 | 8.9% |
| n | 169 | 8.4% |
| e | 151 | 7.5% |
| r | 135 | 6.7% |
| s | 105 | 5.2% |
| o | 101 | 5.0% |
| 96 | 4.8% | |
| t | 89 | 4.4% |
| l | 84 | 4.2% |
| Other values (17) | 591 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1917 | |
| Space Separator | 96 | 4.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 312 | |
| i | 180 | 9.4% |
| n | 169 | 8.8% |
| e | 151 | 7.9% |
| r | 135 | 7.0% |
| s | 105 | 5.5% |
| o | 101 | 5.3% |
| t | 89 | 4.6% |
| l | 84 | 4.4% |
| u | 82 | 4.3% |
| Other values (16) | 509 |
Space Separator
| Value | Count | Frequency (%) |
| 96 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1917 | |
| Common | 96 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 312 | |
| i | 180 | 9.4% |
| n | 169 | 8.8% |
| e | 151 | 7.9% |
| r | 135 | 7.0% |
| s | 105 | 5.5% |
| o | 101 | 5.3% |
| t | 89 | 4.6% |
| l | 84 | 4.4% |
| u | 82 | 4.3% |
| Other values (16) | 509 |
Common
| Value | Count | Frequency (%) |
| 96 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 312 | |
| i | 180 | 8.9% |
| n | 169 | 8.4% |
| e | 151 | 7.5% |
| r | 135 | 6.7% |
| s | 105 | 5.2% |
| o | 101 | 5.0% |
| 96 | 4.8% | |
| t | 89 | 4.4% |
| l | 84 | 4.2% |
| Other values (17) | 591 |
City_normalized
Text
Unique
| Distinct | 214 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.0 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 7.7570093 |
| Min length | 4 |
Unique
| Unique | 214 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | oranjestad |
|---|---|
| 2nd row | kabul |
| 3rd row | luanda |
| 4th row | tirana |
| 5th row | andorra la vella |
| Value | Count | Frequency (%) |
| san | 4 | 1.6% |
| city | 4 | 1.6% |
| town | 3 | 1.2% |
| saint | 2 | 0.8% |
| port | 2 | 0.8% |
| pago | 2 | 0.8% |
| oranjestad | 1 | 0.4% |
| tirana | 1 | 0.4% |
| andorra | 1 | 0.4% |
| la | 1 | 0.4% |
| Other values (228) | 228 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 261 | |
| o | 131 | 7.9% |
| n | 124 | 7.5% |
| i | 115 | 6.9% |
| r | 102 | 6.1% |
| e | 99 | 6.0% |
| s | 88 | 5.3% |
| t | 83 | 5.0% |
| u | 79 | 4.8% |
| l | 75 | 4.5% |
| Other values (17) | 503 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1625 | |
| Space Separator | 35 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 261 | |
| o | 131 | 8.1% |
| n | 124 | 7.6% |
| i | 115 | 7.1% |
| r | 102 | 6.3% |
| e | 99 | 6.1% |
| s | 88 | 5.4% |
| t | 83 | 5.1% |
| u | 79 | 4.9% |
| l | 75 | 4.6% |
| Other values (16) | 468 |
Space Separator
| Value | Count | Frequency (%) |
| 35 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1625 | |
| Common | 35 | 2.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 261 | |
| o | 131 | 8.1% |
| n | 124 | 7.6% |
| i | 115 | 7.1% |
| r | 102 | 6.3% |
| e | 99 | 6.1% |
| s | 88 | 5.4% |
| t | 83 | 5.1% |
| u | 79 | 4.9% |
| l | 75 | 4.6% |
| Other values (16) | 468 |
Common
| Value | Count | Frequency (%) |
| 35 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 261 | |
| o | 131 | 7.9% |
| n | 124 | 7.5% |
| i | 115 | 6.9% |
| r | 102 | 6.1% |
| e | 99 | 6.0% |
| s | 88 | 5.3% |
| t | 83 | 5.0% |
| u | 79 | 4.8% |
| l | 75 | 4.5% |
| Other values (17) | 503 |
Interactions
Correlations
| Area (km²) | Continent | Forest Area 2010 | Forest Area 2011 | Forest Area 2012 | Forest Area 2013 | Forest Area 2014 | Forest Area 2015 | Forest Area 2016 | Forest Area 2017 | Forest Area 2018 | Forest Area 2019 | Forest Area 2020 | Population Density (per km²) | Population Rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Area (km²) | 1.000 | 0.101 | -0.044 | -0.050 | -0.052 | -0.054 | -0.056 | -0.058 | -0.060 | -0.061 | -0.063 | -0.109 | -0.111 | -0.614 | -0.830 |
| Continent | 0.101 | 1.000 | 0.260 | 0.248 | 0.248 | 0.248 | 0.254 | 0.257 | 0.256 | 0.265 | 0.255 | 0.263 | 0.263 | 0.000 | 0.260 |
| Forest Area 2010 | -0.044 | 0.260 | 1.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.998 | 0.998 | 0.997 | 0.997 | 0.996 | 0.996 | -0.153 | 0.062 |
| Forest Area 2011 | -0.050 | 0.248 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.998 | 0.998 | 0.998 | 0.997 | 0.996 | -0.146 | 0.064 |
| Forest Area 2012 | -0.052 | 0.248 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.999 | 0.998 | 0.998 | 0.997 | -0.144 | 0.065 |
| Forest Area 2013 | -0.054 | 0.248 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.999 | 0.998 | 0.998 | -0.143 | 0.067 |
| Forest Area 2014 | -0.056 | 0.254 | 0.999 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 0.999 | 0.999 | 0.998 | -0.142 | 0.069 |
| Forest Area 2015 | -0.058 | 0.257 | 0.998 | 0.999 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | 0.999 | -0.141 | 0.071 |
| Forest Area 2016 | -0.060 | 0.256 | 0.998 | 0.998 | 0.999 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.999 | -0.140 | 0.073 |
| Forest Area 2017 | -0.061 | 0.265 | 0.997 | 0.998 | 0.999 | 0.999 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | -0.139 | 0.074 |
| Forest Area 2018 | -0.063 | 0.255 | 0.997 | 0.998 | 0.998 | 0.999 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | -0.139 | 0.076 |
| Forest Area 2019 | -0.109 | 0.263 | 0.996 | 0.997 | 0.998 | 0.998 | 0.999 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | -0.102 | 0.121 |
| Forest Area 2020 | -0.111 | 0.263 | 0.996 | 0.996 | 0.997 | 0.998 | 0.998 | 0.999 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | -0.100 | 0.123 |
| Population Density (per km²) | -0.614 | 0.000 | -0.153 | -0.146 | -0.144 | -0.143 | -0.142 | -0.141 | -0.140 | -0.139 | -0.139 | -0.102 | -0.100 | 1.000 | 0.160 |
| Population Rank | -0.830 | 0.260 | 0.062 | 0.064 | 0.065 | 0.067 | 0.069 | 0.071 | 0.073 | 0.074 | 0.076 | 0.121 | 0.123 | 0.160 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Country Name | Capital | Continent | Area (km²) | Population Density (per km²) | Population Rank | Forest Area 2010 | Forest Area 2011 | Forest Area 2012 | Forest Area 2013 | Forest Area 2014 | Forest Area 2015 | Forest Area 2016 | Forest Area 2017 | Forest Area 2018 | Forest Area 2019 | Forest Area 2020 | Country_normalized | City_normalized | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Aruba | Oranjestad | North America | 180 | 591.3611 | 198 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | 2.333333 | aruba | oranjestad |
| 1 | Afghanistan | Kabul | Asia | 652230 | 63.0587 | 36 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | 1.850994 | afghanistan | kabul |
| 2 | Angola | Luanda | Africa | 1246700 | 28.5466 | 42 | 57.879201 | 57.433976 | 56.988751 | 56.543526 | 56.098301 | 55.653076 | 55.207845 | 54.762629 | 54.317406 | 53.872175 | 53.426951 | angola | luanda |
| 3 | Albania | Tirana | Europe | 28748 | 98.8702 | 138 | 28.542701 | 28.594653 | 28.646606 | 28.698558 | 28.750511 | 28.802464 | 28.802190 | 28.792062 | 28.791971 | 28.791971 | 28.791971 | albania | tirana |
| 4 | Andorra | Andorra la Vella | Europe | 468 | 170.5641 | 203 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | 34.042553 | andorra | andorra la vella |
| 5 | United Arab Emirates | Abu Dhabi | Asia | 83600 | 112.9322 | 97 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | 4.467756 | united arab emirates | abu dhabi |
| 6 | Argentina | Buenos Aires | South America | 2780400 | 16.3683 | 33 | 11.040344 | 10.958713 | 10.877081 | 10.795450 | 10.713819 | 10.632187 | 10.600397 | 10.559837 | 10.520373 | 10.480179 | 10.440715 | argentina | buenos aires |
| 7 | Armenia | Yerevan | Asia | 29743 | 93.4831 | 140 | 11.610818 | 11.603512 | 11.596207 | 11.588901 | 11.581595 | 11.574289 | 11.566913 | 11.559536 | 11.552160 | 11.544784 | 11.537408 | armenia | yerevan |
| 8 | American Samoa | Pago Pago | Oceania | 199 | 222.4774 | 213 | 87.150000 | 87.000000 | 86.850000 | 86.700000 | 86.550000 | 86.400000 | 86.250000 | 86.100000 | 85.950000 | 85.800000 | 85.650000 | american samoa | pago pago |
| 9 | Antigua and Barbuda | Saint John’s | North America | 442 | 212.1335 | 201 | 19.954545 | 19.804545 | 19.654545 | 19.504545 | 19.354545 | 19.204545 | 19.045455 | 18.909091 | 18.750000 | 18.590909 | 18.454545 | antigua and barbuda | saint johns |
| Country Name | Capital | Continent | Area (km²) | Population Density (per km²) | Population Rank | Forest Area 2010 | Forest Area 2011 | Forest Area 2012 | Forest Area 2013 | Forest Area 2014 | Forest Area 2015 | Forest Area 2016 | Forest Area 2017 | Forest Area 2018 | Forest Area 2019 | Forest Area 2020 | Country_normalized | City_normalized | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 204 | Venezuela, RB | Caracas | South America | 916445 | 30.8820 | 51 | 53.857491 | 53.671107 | 53.484723 | 53.298339 | 53.111955 | 52.925571 | 52.767145 | 52.636676 | 52.534165 | 52.459611 | 52.413015 | venezuela rb | caracas |
| 205 | British Virgin Islands | Road Town | North America | 151 | 207.3179 | 221 | 24.266667 | 24.240000 | 24.213333 | 24.186667 | 24.160000 | 24.133333 | 24.133333 | 24.133333 | 24.133333 | 24.133333 | 24.133333 | british virgin islands | road town |
| 206 | Virgin Islands (U.S.) | Charlotte Amalie | North America | 347 | 286.6427 | 200 | 52.657143 | 53.074286 | 53.491429 | 53.908571 | 54.325714 | 54.742857 | 55.171429 | 55.600000 | 56.028571 | 56.457143 | 56.885714 | virgin islands us | charlotte amalie |
| 207 | Vietnam | Hanoi | Asia | 331212 | 296.4472 | 16 | 43.177541 | 43.612152 | 44.046764 | 44.481375 | 44.915987 | 45.350598 | 46.369142 | 46.490760 | 46.735544 | 46.980327 | 47.225110 | vietnam | hanoi |
| 208 | Vanuatu | Port-Vila | Oceania | 12189 | 26.8061 | 181 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | 36.283839 | vanuatu | portvila |
| 209 | Samoa | Apia | Oceania | 2842 | 78.2484 | 188 | 58.830389 | 58.659364 | 58.488339 | 58.317314 | 58.146290 | 57.975265 | 57.805654 | 57.636042 | 57.466431 | 57.296820 | 57.127208 | samoa | apia |
| 210 | Yemen, Rep. | Sanaa | Asia | 527968 | 63.8232 | 46 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | 1.039832 | yemen rep | sanaa |
| 211 | South Africa | Pretoria | Africa | 1221037 | 49.0517 | 24 | 14.355151 | 14.325145 | 14.295139 | 14.265133 | 14.235127 | 14.205121 | 14.175115 | 14.145109 | 14.115103 | 14.085097 | 14.055091 | south africa | pretoria |
| 212 | Zambia | Lusaka | Africa | 752612 | 26.5976 | 63 | 62.814942 | 62.561805 | 62.308667 | 62.055529 | 61.802392 | 61.549254 | 61.295955 | 61.042885 | 60.789707 | 60.536515 | 60.283337 | zambia | lusaka |
| 213 | Zimbabwe | Harare | Africa | 390757 | 41.7665 | 74 | 46.284813 | 46.165723 | 46.046633 | 45.927543 | 45.808453 | 45.689363 | 45.570273 | 45.451183 | 45.332093 | 45.213002 | 45.093912 | zimbabwe | harare |